On Proximal Causal Learning with Many Hidden Confounders

Nikos Vlassis, Phil Hebda, Stephan McBride +1

We generalize the proximal g-formula of Miao, Geng, and Tchetgen Tchetgen (2018) for causal inference under unobserved confounding using proxy variables. Specifically, we show that…